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+ ---
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+ license:
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+ - cc0-1.0
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+ converted_from: kaggle
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+ kaggle_id: parsabg/stocknewseventssentiment-snes-10
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+ ---
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+
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+ # Dataset Card for Stock-NewsEventsSentiment (SNES) 1.0
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+
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+ ## Table of Contents
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+ - [Table of Contents](#table-of-contents)
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+ - [Dataset Description](#dataset-description)
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+ - [Dataset Summary](#dataset-summary)
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+ - [Supported Tasks and Leaderboards](#supported-tasks-and-leaderboards)
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+ - [Languages](#languages)
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+ - [Dataset Structure](#dataset-structure)
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+ - [Data Instances](#data-instances)
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+ - [Data Fields](#data-fields)
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+ - [Data Splits](#data-splits)
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+ - [Dataset Creation](#dataset-creation)
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+ - [Curation Rationale](#curation-rationale)
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+ - [Source Data](#source-data)
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+ - [Annotations](#annotations)
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+ - [Personal and Sensitive Information](#personal-and-sensitive-information)
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+ - [Considerations for Using the Data](#considerations-for-using-the-data)
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+ - [Social Impact of Dataset](#social-impact-of-dataset)
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+ - [Discussion of Biases](#discussion-of-biases)
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+ - [Other Known Limitations](#other-known-limitations)
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+ - [Additional Information](#additional-information)
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+ - [Dataset Curators](#dataset-curators)
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+ - [Licensing Information](#licensing-information)
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+ - [Citation Information](#citation-information)
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+ - [Contributions](#contributions)
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+
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+ ## Dataset Description
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+
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+ - **Homepage:** https://kaggle.com/datasets/parsabg/stocknewseventssentiment-snes-10
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+ - **Repository:**
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+ - **Paper:**
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+ - **Leaderboard:**
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+ - **Point of Contact:**
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+
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+ ### Dataset Summary
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+
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+ Stock-NewsEventsSentiment (SNES) 1.0  is a dataset consisting of market and news time series data for S&P 500 companies over a period of 21 months (October 2020 to July 2022). The dataset contains the following parameters for each company (daily ticks):
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+
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+ - Market data: Stock price and trade volumes
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+ - News data (volume of articles):
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+ -- Sentiment (positive/negative)
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+ -- New Products
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+ -- Layoffs
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+ -- Analyst Comments
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+ -- Stocks
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+ -- Dividends
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+ -- Corporate Earnings
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+ -- Mergers & Acquisitions
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+ -- Store Openings
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+ -- Product Recalls
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+ -- Adverse Events
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+ -- Personnel Changes
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+ -- Stock Rumours
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+
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+ Resources:
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+
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+ - Read more about SNES 1.0 [here](https://medium.com/@parsaghaffari/stock-newseventssentiment-snes-1-0-a92c8748b2c3)
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+ - Check out [Aylien's News API](https://aylien.com/product/news-api) - the main API behind this dataset.
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+ - See the code used for compiling the dataset [here](https://colab.research.google.com/drive/1Nd5aDPNxL44pVesv4muIqBN8xwQI9hfV?authuser=1#scrollTo=nTCT0ZgZWWyu).
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+
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+ ![](https://www.kaggleusercontent.com/kf/101833090/eyJhbGciOiJkaXIiLCJlbmMiOiJBMTI4Q0JDLUhTMjU2In0..iQWprmEBO9-W3tJnXlV6Dw.1kJHDt8ySvXNhLL9XhChsuR_tQIGCVkZxipSSHxTdQ0be4Kz5XY-RzXYZO01fGb3WuCpHY3_SF3oDYnruXu2iseopmjjIu4Fyeh_nuHz2Ckr7UBQHkQGmoTNp8NjnXYJ-WrOkZG35CMBzdwJBKHXTQwyUqLfqFVaqSp4deBmcXTW3U_U1lpYs30ULxx7VPSzOdDZKbiXvSPYpJIm5YN8occ1HlrGzXC3QklLrBADnHvsEEte8uNKwFCdNZ3FJX8jyxEuE6jRf0HheGqHCQ_ZgfvNenXpwhoH6Les7gAiYOx4G7gBpE2cnhvloqusJe7gvW4f7T7zv_NCrhTe40SfzO6YxlT49UAok0j4TyNpj9LBn25D4eyC1w4wfqE4w9pUE0IM0HmuBsLrsmdZBgnNzCpRk-whaccNi7gccy32Utv40w1AEYkowNjI-iwlfetSwXBFfltA5ETDWBRCrhCHmWITF3OGsDTuKT0tAizbwfNdjBFiDMHtJPAZ4jTutWX0jioWQVwgdIk8j6rQvHJk3ecG16Kn8kiQgAb_D_ts7oV7aQo1yrmlKxnaSRX6xrS4oC1MHuGoW1ZP4OnnUhkQBBryNKNdMnUk49ifd0PbYbOD2jDy-kiGVanf1nQSDwaXNiDVijHkDOxL1-d3R2hpupVZNSgMnuGUSnA0aF67gig.TKd-E32Ni9ig_a8ZQbuadw/__results___files/__results___4_0.png)
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+
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+ ### Supported Tasks and Leaderboards
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+
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+ [More Information Needed]
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+
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+ ### Languages
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+
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+ [More Information Needed]
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+
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+ ## Dataset Structure
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+
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+ ### Data Instances
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+
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+ [More Information Needed]
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+
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+ ### Data Fields
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+
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+ [More Information Needed]
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+
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+ ### Data Splits
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+
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+ [More Information Needed]
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+
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+ ## Dataset Creation
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+
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+ ### Curation Rationale
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+
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+ [More Information Needed]
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+
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+ ### Source Data
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+
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+ #### Initial Data Collection and Normalization
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+
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+ [More Information Needed]
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+
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+ #### Who are the source language producers?
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+
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+ [More Information Needed]
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+
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+ ### Annotations
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+
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+ #### Annotation process
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+
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+ [More Information Needed]
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+
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+ #### Who are the annotators?
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+
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+ [More Information Needed]
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+
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+ ### Personal and Sensitive Information
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+
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+ [More Information Needed]
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+
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+ ## Considerations for Using the Data
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+
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+ ### Social Impact of Dataset
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+
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+ [More Information Needed]
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+
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+ ### Discussion of Biases
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+
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+ [More Information Needed]
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+
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+ ### Other Known Limitations
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+
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+ [More Information Needed]
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+
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+ ## Additional Information
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+
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+ ### Dataset Curators
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+
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+ This dataset was shared by [@parsabg](https://kaggle.com/parsabg)
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+
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+ ### Licensing Information
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+
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+ The license for this dataset is cc0-1.0
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+
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+ ### Citation Information
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+
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+ ```bibtex
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+ [More Information Needed]
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+ ```
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+
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+ ### Contributions
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+
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+ [More Information Needed]